共 2 条
Patterns of species composition of beach seine fisheries off North-Western coast of Sri Lanka, fishers' perceptions and implications for co-management
被引:3
|作者:
Gunawardena, Nuwan D. P.
[1
]
Jutagate, Tuanthong
[2
]
Amarasinghe, Upali S.
[3
]
机构:
[1] New Secretariat, Dept Fisheries & Aquat Resources, Maligawatte 10, Colombo, Sri Lanka
[2] Ubon Ratchathani Univ, Fac Agr, Ubon Ratchathani 34190, Thailand
[3] Univ Kelaniya, Dept Zool & Environm Management, Kelaniya 11600, Sri Lanka
来源:
关键词:
Artificial intelligence;
Artificial neural network;
Empowering resource users;
Local ecological knowledge;
Self-organizing map;
NEURAL-NETWORKS;
KNOWLEDGE;
D O I:
10.1016/j.marpol.2016.07.007
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
As in many developing countries, small-scale fisheries including beach seining contribute significantly livelihoods and food security of coastal communities. Beach seining in Sri Lanka is seasonal mainly during calm season deprived of strong monsoonal winds, and essentially a multi-species fishery. Knowledge about the seasonal occurrence of pelagic species is important to be known for proper planning of the fishing activity, especially due to the reason that beach seine fishers in many parts of Sri Lanka make decisions to attach the cod-end of correct type depending on the target species. The possibility of identifying pattern of seasonal occurrence of target fish species in beach seine fishing sites off the southern region of north-western coast of Sri Lanka was therefore investigated using Self Organizing Maps (SOM). The analysis indicated thatbeach seine fishers' local knowledge to predict the occurrence of certain species in the fishing sites to adjust their fishing strategies to target desirable species was consistent with the findings of SOM approach. Consequently, it was concluded that as beach seine fishers use indirect indicators such as colour of sea water and behaviour sea birds predict the species occurrence fairly accurately, their local knowledge can be incorporated in the management planning of beach seine fisheries in the North Western coastal area of Sri Lanka. (C) 2016 Elsevier Ltd. All rights reserved.
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页码:131 / 138
页数:8
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